Search Results for author: Jianing Deng

Found 3 papers, 1 papers with code

OU-CoViT: Copula-Enhanced Bi-Channel Multi-Task Vision Transformers with Dual Adaptation for OU-UWF Images

no code implementations18 Aug 2024 Yang Li, Jianing Deng, Chong Zhong, Danjuan Yang, Meiyan Li, A. H. Welsh, Aiyi Liu, Xingtao Zhou, Catherine C. Liu, Bo Fu

Furthermore, the novel architecture of OU-CoViT allows generalizability and extensions of our dual adaptation and Copula Loss to various ViT variants and large DL models on small medical datasets.

DeU-Net: Deformable U-Net for 3D Cardiac MRI Video Segmentation

no code implementations13 Jul 2020 Shunjie Dong, Jinlong Zhao, Maojun Zhang, Zhengxue Shi, Jianing Deng, Yiyu Shi, Mei Tian, Cheng Zhuo

In this paper, we propose a novel Deformable U-Net (DeU-Net) to fully exploit spatio-temporal information from 3D cardiac MRI video, including a Temporal Deformable Aggregation Module (TDAM) and a Deformable Global Position Attention (DGPA) network.

Video Segmentation Video Semantic Segmentation

Spatio-temporal deformable convolution for compressed video quality enhancement

1 code implementation3 Apr 2020 Jianing Deng

Recent years have witnessed remarkable success of deep learning methods in quality enhancement for compressed video.

Video Enhancement Video Restoration

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